Publications by authors named "Ryan Wallis"

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SAMP-Score: a morphology-based machine learning classification method for screening pro-senescence compounds in p16 positive cancer cells.
Ryan Wallis, Bethany K Hughes, Madeleine Moore, Emily A O'Sullivan, Luke C McIlvenna

Aging (Albany NY)· October 2025

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SenPred: a single-cell RNA sequencing-based machine learning pipeline to classify deeply senescent dermal fibroblast cells for the detection of an in vivo senescent cell burden.
Bethany K Hughes, Andrew Davis, Deborah Milligan, Ryan Wallis, Federica Mossa

Genome Med· January 2025

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The promise of machine learning approaches to capture cellular senescence heterogeneity.
Imanol Duran, Cleo L Bishop, Jesús Gil, Ryan Wallis

Nat Aging· September 2024

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The paradox of senescent-marker positive cancer cells: challenges and opportunities.
Emily A O'Sullivan, Ryan Wallis, Federica Mossa, Cleo L Bishop

NPJ Aging· September 2024

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Yearning for machine learning: applications for the classification and characterisation of senescence.
Bethany K Hughes, Ryan Wallis, Cleo L Bishop

Cell Tissue Res· October 2023

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Death-seq and ye shall find: A novel screening strategy for dying cells.
Ryan Wallis, Cleo L Bishop

Cell Metab· October 2023

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Senescence-associated morphological profiles (SAMPs): an image-based phenotypic profiling method for evaluating the inter and intra model heterogeneity of senescence.
Ryan Wallis, Deborah Milligan, Bethany Hughes, Hannah Mizen, José Alberto López-Domínguez

Aging (Albany NY)· May 2022

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Long-term variability of oscillatory impedance in stable obstructive airways disease.
Sandra Rutting, Tanya Badal, Ryan Wallis, Robin E Schoeffel, Nicole Roche

Eur Respir J· July 2021

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Early growth response 2 (EGR2) is a novel regulator of the senescence programme.
Eleanor J Tyler, Ana Gutierrez Del Arroyo, Bethany K Hughes, Ryan Wallis, James C Garbe

Aging Cell· March 2021

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Isolation methodology is essential to the evaluation of the extracellular vesicle component of the senescence-associated secretory phenotype.
Ryan Wallis, Natasa Josipovic, Hannah Mizen, Arturo Robles-Tenorio, Eleanor J Tyler

J Extracell Vesicles· February 2021

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The bright and dark side of extracellular vesicles in the senescence-associated secretory phenotype.
Ryan Wallis, Hannah Mizen, Cleo L Bishop

Mech Ageing Dev· July 2020

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The relative contributions of psychiatric symptoms and psychotropic medications on the sleep-wake profile of young persons with anxiety, depression and bipolar disorders.
Rébecca Robillard, Cristal Oxley, Daniel F Hermens, Django White, Ryan Wallis

Psychiatry Res· September 2016

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